profile picture

Jaewook Lee

Software Engineer

Education

BEng in Software Engineering

Jeonbuk National University
2016 - 2021

Languages

  • Korean (Native)
  • English (Limited working proficiency)

문제 해결에 집중하는 개발자🧑🏻‍💻, 이재욱입니다.


Introduction

  • 안녕하세요! 신입 백엔드 개발자 이재욱입니다.
  • 개발자를 꿈꾸기 전부터 "이 문제를 어떻게 해결할 수 있을까?"를 고민하는 즐거움에 살다가, 지금은 개발을 통한 문제 해결에 푹 빠져있습니다.
  • 꾸준함의 힘을 믿기에 1일 1커밋 및 1일 1알고리즘 운동, 기술 블로그 운영을 하고 있습니다.
  • 항상 애자일 4대 선언 및 12가지 원칙에 따라 개발하고자 노력합니다.

Skills & Proficiency

Python

Java

Javascript & NodeJS

HTML5 & CSS

React

SQL

AWS

Docker

Experiences

Undergraduate Research Assistant

2021년 09월 - 2022년 2월
ML Lab, Pohang University of Science and Technology
  • 지도 교수 : 안성수 교수님
  • 기술 스택 : Python Pytorch tensorflow
  • 연구 분야
    • Machine Learning
    • Graph Neural Network
    • Drug discovery

Undergraduate Research Assistant

2019년 12월 - 2021년 08월
AI&SE Lab, Jeonbuk National University
  • 지도 교수 : 류덕산 교수님
  • 기술 스택 : Python Java Pytorch tensorflow
  • 연구 분야
    • Machine Learning
    • Recommendation
    • Software Defect Prediction

Projects

BECS ITRC 학생주도 창의 자율 프로젝트

SIGNATURE(SIGN All transactions Using Voice REcord)

  • 프로젝트 요약 : 블록체인 기반 구두계약 지원 시스템
  • 기술 스택 : Node.js Vue.js Docker Blockchain Blockchain
  • 수상 : 우수 논문상(동상)
주택 가격 예측

  • 프로젝트 요약 : 서울 주택 가격 예측 모델 개발
  • 기술 스택 : Python Tensorflow Sklearn
Brr(보르르)

  • 프로젝트 요약 : 청각장애인용 이름 인식 손목 진동 호출기 및 애플리케이션
  • 기술 스택 : Android Arduino Bluetooth Azure
  • 수상 : ICT 장애인 보조공학기기 공모전 우수상(3위)
ING(Incorrect Note Generator)

  • 프로젝트 요약 : 오답노트 기능의 웹사이트
  • 기술 스택 : HTML&CSS Javascript MySQL Spring Hibernate
SAT(Smart Arduino Trash bin)

  • 프로젝트 요약 : 스마트 쓰레기통
  • 기술 스택 : Arduino

Awards

  • Fed 22, Bronze Paper Award, Korea Software Congress 2021
  • Jul 21, Excellence Paper Award, Korea Computer Congress 2021
  • Jun 21, Best Paper Award, Korea Computer Congress 2021
  • Dec 20, Best Paper Award, Korea Software Congress 2020
  • Dec 20, Excellence Award, ICT Assistive technology device Contest for Disabled Person, Hosted by Ministry of Employment and Labor
  • Dec 20, Bronze Award, The Eighth International Students Joint Capstone Project(i-CAPS) Competition
  • Fed 20, Academic Excellence Award, Jeonbuk National University
  • Feb 20, Bronze Award, The Fifteenth International Students Multidisciplinary Design Camp, ES Contest

    • Papers

    IJ International Journal, DJ Domestic Journal, IC International Conference, DC Domestic Conference, IW International Workshop, DW Domestic Workshop
    Total : 11 - IJ : 1, DJ : 2, IC : 0, DC : 7, IW : 1, DW : 0

  • [IJ-01] Holistic Parameter Optimization for Software Defect Prediction
    • Jaewook Lee, Jiwon Choi, Duksan Ryu and Jongmoon Baik
    (Accepted) IEEE Access 2022
  • [IJ-02] GAIN-QoS : A Novel QoS Prediction Model for Edge Computing
    • jiwon Choi, Jaewook Lee, Duksan Ryu and Jongmoon Baik
    Journal of Web Engineering (JWE 2022), Vol 21 Iss 1
  • [IW-01] QoS Prediction based on the Distance Between User and Server Nodes in Edge Computing
    • Jaewook Lee, Jiwon Choi, Duksan Ryu and Jongmoon Baik
    International Workshop on Big data driven Edge Cloud Services (BECS 2021)
  • ”[DJ-02] X-MOCNN : Multi-Output Convolutional Neural Network forConsistent Software Defect Analysis”
    • Jaewook Lee, Jiwon Choi, Duksan Ryu and Suntae Kim
    KIISE Transactions on Computing Practices (KTCP 2022)
  • ”[DC-07] TabNet based Software Defect Prediction”
    • Jaewook Lee, Jiwon Choi, Duksan Ryu and Suntae Kim
    Korea Science Congress (KSC 2021)
  • ”[DC-06] Software Defect Prediction with AutoML”
    • jiwon Choi, Jaewook Lee, Duksan Ryu and Suntae Kim
    Korea Science Congress (KSC 2021)
  • ”[DJ-01] A Comparative Study of Generative Adversarial Network Models for Improving Software Defect Prediction Performance””
    • jiwon Choi, Jaewook Lee, Duksan Ryu and Suntae Kim
    Journal of Korean Institute of Information Scientists and Engineers (JOK 2021)
  • ”[DC-05] SIGNATURE : Blockchain-Based System For Verval Contract”
    • Junghun Lee, Jaewook Lee, Wonbae Kim, Junghyu Lee, Suntae Kim, and Cheoljung Yoo
    2021 KIIT DCS Summer Conference, 14 (1), 437-440.
  • ”[DC-04] Multi-output Neural Network Model Combining Classification and Regression in Software Defect Prediction”
    • Jaewook Lee, Jiwon Choi, Duksan Ryu and Suntae Kim
    Korea Computer Congress (KCC 2021)
  • ”[DC-03] Comparative Study of Generative Adversarial Network models for Software Defect Prediction”
    • jiwon Choi, Jaewook Lee, Duksan Ryu and Suntae Kim
    Korea Science Congress (KSC 2020), pp. 171-173
  • ”[DC-02] Decision Tree parameter optimization based on genetic algorithm for software defect prediction”
    • Jaewook Lee, Jiwon Choi, Duksan Ryu and Suntae Kim
    Korea Science Congress (KSC 2020), pp. 180-182
  • ”[DC-01] Hyperparameter Optimization in Automotive Software Fault Prediction Using Genetic Algorithm”
    • Jaewook Lee, Jiwon Choi, Duksan Ryu and Suntae Kim
    Korea Computer Congress (KCC 2020), pp. 272-274